• Title/Summary/Keyword: Bioinformatics Software

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In silico detection and characterization of novel virulence proteins of the emerging poultry pathogen Gallibacterium anatis

  • L. G. T. G. Rajapaksha;C. W. R. Gunasekara;P. S. de Alwis
    • Genomics & Informatics
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    • v.20 no.4
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    • pp.41.1-41.9
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    • 2022
  • The pathogen Gallibacterium anatis has caused heavy economic losses for commercial poultry farms around the world. However, despite its importance, the functions of its hypothetical proteins (HPs) have been poorly characterized. The present study analyzed the functions and structures of HPs obtained from Gallibacterium anatis (NCTC11413) using various bioinformatics tools. Initially, all the functions of HPs were predicted using the VICMpred tool, and the physicochemical properties of the identified virulence proteins were then analyzed using Expasy's ProtParam server. A virulence protein (WP_013745346.1) that can act as a potential drug target was further analyzed for its secondary structure, followed by homology modeling and three-dimensional (3D) structure determination using the Swiss-Model and Phyre2 servers. The quality assessment and validation of the 3D model were conducted using ERRAT, Verify3D, and PROCHECK programs. The functional and phylogenetic analysis was conducted using ProFunc, STRING, KEGG servers, and MEGA software. The bioinformatics analysis revealed 201 HPs related to cellular processes (n = 119), metabolism (n = 61), virulence (n = 11), and information/storage molecules (n = 10). Among the virulence proteins, three were detected as drug targets and six as vaccine targets. The characterized virulence protein WP_013745346.1 is proven to be stable, a drug target, and an enzyme related to the citrate cycle in the present pathogen. This enzyme was also found to facilitate other metabolic pathways, the biosynthesis of secondary metabolites, and the biosynthesis of amino acids.

Gene-set based genome-wide association analysis for the speed of sound in two skeletal sites of Korean women

  • Kwon, Ji-Sun;Kim, Sangsoo
    • BMB Reports
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    • v.47 no.6
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    • pp.348-353
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    • 2014
  • The speed of sound (SOS) value is an indicator of bone mineral density (BMD). Previous genome-wide association (GWA) studies have identified a number of genes, whose variations may affect BMD levels. However, their biological implications have been elusive. We re-analyzed the GWA study dataset for the SOS values in skeletal sites of 4,659 Korean women, using a gene-set analysis software, GSA-SNP. We identified 10 common representative GO terms, and 17 candidate genes between these two traits (PGS < 0.05). Implication of these GO terms and genes in the bone mechanism is well supported by the literature survey. Interestingly, the significance levels of some member genes were inversely related, in several gene-sets that were shared between two skeletal sites. This implies that biological process, rather than SNP or gene, is the substantial unit of genetic association for SOS in bone. In conclusion, our findings may provide new insights into the biological mechanisms for BMD.

Universal-, Genus-specific, Species-specific Probes and Primers Design for Microbial Identification

  • Park, Jun-Hyung;Park, Hee-Kyung;Song, Eunsil;Jang, Hyun-Jung;Kang, Byeong-Chul;Lee, Seung-Won;Kim, Hyun-Jin;Kim, Cheol-Min
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2005.09a
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    • pp.399-401
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    • 2005
  • MIPROBE is a web-based tool for design of universal, genus-specific, and species-specific primers and probes. The main functions of MIPROBE are collection of target gene sequences, construction of consensus sequences, collection of candidate primers and probes, and evaluation of candidates by BLAST. Biologists with little computer skills can easily use MIPROBE to design large-scale universal, genus-, and species-specific primers and probes. This software is available at http://www.miprobe.com. Also detailed descriptions of how to use the program are found at this site.

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A Unified Object Database for Biochemical Pathways

  • Jung, T.S.;Oh, J.S.;Jang, H.K.;Ahn, M.S.;Roh, D.H.;Cho, W.S.
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2005.09a
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    • pp.383-387
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    • 2005
  • One of the most important issues in post-genome era is identifying functions of genes and understanding the interaction among them. Such interactions from complex biochemical pathways, which are very useful to understand the organism system. We present an integrated biochemical pathway database system with a set of software tools for reconstruction, visualization, and simulation of the pathways from the database. The novel features of the presented system include: (a) automatic integration of the heterogeneous biochemical pathway databases, (b) gene ontology for high quality of database in the integration and query (c) various biochemical simulations on the pathway database, (d) dynamic pathway reconstruction for the gene list or sequence data, (e) graphical tools which enable users to view the reconstructed pathways in a dynamic form, (f) importing/exporting SBML documents, a data exchange standard for systems biology.

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Computing Post-translation Modification using FTMS

  • Shen, Wei;Sung, Wing-Kin;SZE, Siu Kwan
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2005.09a
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    • pp.331-336
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    • 2005
  • Post translational modifications (PTMs) discovery is an important problem in proteomic. In the past, people discover PTMs by Tandem Mass Spectrometer based on ‘bottom-up’ strategy. However, such strategy suffers from the problem of failing to discover all PTMs. Recently, due to the improvement in proteomic technology, Taylor et al. proposed a database software to discover PTMs with ‘topdown’ strategy by FTMS, which avoids the disadvantages of ‘bottom-up’ approach. However, their proposed algorithm runs in exponential time, requires a database of proteins, and needs prior knowledge about PTM sites. In this paper, a new algorithm is proposed which can work without a protein database and can identify modifications in polynomial time. Besides, no prior knowledge about PTM sites is needed.

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A Database System for High-Throughput Transposon Display Analyses of Rice

  • Inoue, Etsuko;Yoshihiro, Takuya;Kawaji, Hideya;Horibata, Akira;Nakagawa, Masaru
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2005.09a
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    • pp.15-20
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    • 2005
  • We developed a database system to enable efficient and high-throughput transposon analyses in rice. We grow large-scale mutant series of rice by taking advantage of an active MITE transposon mPing, and apply the transposon display method to them to study correlation between genotypes and phenotypes. But the analytical phase, in which we find mutation spots from waveform data called fragment profiles, involves several problems from a viewpoint of labor amount, data management, and reliability of the result. As a solution, our database system manages all the analytical data throughout the experiments, and provides several functions and well designed web interfaces to perform overall analyses reliably and efficiently.

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Development of Bio-Inspired System Software Architecture Based on Multi-Agents Framework (멀티 에이전트 프레임워크 기반의 생태계 모방 시스템 소프트웨어 아키텍처 개발)

  • Lee, Hak-Joo;Song, Ji-Young;Lee, Keun-Jun;Park, Sung-Yong;Jung, Sung-Won;Yang, Ji-Hoon;Nang, Jong-Ho
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2003.10a
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    • pp.258-267
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    • 2003
  • 네트워크의 발전으로 인해 현재 존재하는 소프트웨어 구조에 몇 가지 문제점을 내포하게 되었다. 이러한 환경에 대응하기 위해 생태계 구조를 모방한(Bio-inspired) 네트워크 기반적응 생존형 시스템을 제안한다. 여기서는 생태계의 여러 특성 중 적응성(adaptability) 확장성(scalability), 생존성(survivability)을 모델링 하고자한다. 이 시스템은 상기의 특성을 포함하는 몇 개의 계층으로 구성되어 있다. 독립된 개체의 역할을 하는 에코전트 레이어와 에코전트의 활동을 지원하는 에코전트 플랫폼 레이어, 효율적인 네트워크 활용을 위한 플랫폼 콜레버레이션 레이어로 이루어져 있다. 본 논문에서는 이러한 시스템의 구체적인 기능과 구성 그리고 이 시스템의 활용 분야에 대해 살펴본다.

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Pharmacophore Development for Anti-Lung Cancer Drugs

  • Haseeb, Muhammad;Hussain, Shahid
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.18
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    • pp.8307-8311
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    • 2016
  • Lung cancer is one particular type of cancer that is deadly and relatively common than any other. Treatment is with chemotherapy, radiation therapy and surgery depending on the type and stage of the disease. Focusing on drugs used for chemotherapy and their associated side effects, there is a need to design and develop new anti-lung cancer drugs with minimal side effects and improved efficacy. The pharmacophore model appears to be a very helpful tool serving in the designing and development of new lead compounds. In this paper, pharmacophore analysis of 10 novel anti-lung cancer compounds was validated for the first time. Using LigandScout the pharmacophore features were predicted and 3D pharmacophores were extracted via VMD software. A training set data was collected from literature and the proposed model was applied to the training set whereby validating and verifying similar activity as that of the most active compounds was achieved. Therefore pharmacophore develoipment could be recommended for further studies.

Application of genotyping-by-sequencing (GBS) in plant genome using bioinformatics pipeline

  • Lee, Yun Gyeong;Kang, Chon-Sik;Kim, Changsoo
    • Proceedings of the Korean Society of Crop Science Conference
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    • 2017.06a
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    • pp.58-58
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    • 2017
  • The advent of next generation sequencing technology has elicited plenty of sequencing data available in agriculturally relevant plant species. For most crop species, it is too expensive to obtain the whole genome sequence data with sufficient coverage. Thus, many approaches have been developed to bring down the cost of NGS. Genotyping-by-sequencing (GBS) is a cost-effective genotyping method for complex genetic populations. GBS can be used for the analysis of genomic selection (GS), genome-wide association study (GWAS) and constructing haplotype and genetic linkage maps in a variety of plant species. For efficiently dealing with plant GBS data, the TASSEL-GBS pipeline is one of the most popular choices for many researchers. TASSEL-GBS is JAVA based a software package to obtain genotyping data from raw GBS sequences. Here, we describe application of GBS and bioinformatics pipeline of TASSEL-GBS for analyzing plant genetics data.

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Bridging a Gap between DNA sequences and expression patterns of genes

  • Morishita, Shinichi
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2000.11a
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    • pp.69-70
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    • 2000
  • The completion of sequencing human genome would motivate us to map millions of human cDNAs onto the unique ruler "genome sequence", in order to identify the exact address of each cDNA together with its exons, its promoter region, and its alternative splicing patterns. The expression patterns of some cDNAs could therefore be associated with these precise gene addresses, which further accelerate studies on mining correlations between motifs of promoters and expressions of genes in tissues. Towards the realization of this goal, we have developed a time-and-space efficient software named SQUALL that is able to map one cDNA sequence of length a few thousand onto a long genome sequence of length thirty million in a couple of minutes on average. Using SQUALL, we have mapped twenty thousand of our Bodymap (http://bodymap.ims.u-tokyo.ac.jp) cDNAs onto the genome sequences of Chr.21st and 22nd. In this talk, I will report the status of this ongoing project.

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